awesome-spectral-indices

Spectral indices catalog

A curated collection of spectral indices for remote sensing applications.

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

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Language: Python
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awesome-ee-spectral-indices.readthedocs.io/

Used by / JavaScript

spectral179almost 2 years ago: Awesome Spectral Indices for the Google Earth Engine JavaScript API (Code Editor)

Used by / Python

eemont420almost 2 years ago: A Python package that extends Google Earth Engine
eeExtra63almost 2 years ago: A Python package that unifies the Google Earth Engine ecosystem
Espectro22almost 2 years ago: The Awesome Spectral Indices Streamlit App
spyndex193almost 2 years ago: Awesome Spectral Indices in Python

Used by / Julia

SpectralIndices.jl19almost 2 years ago: Awesome Spectral Indices in Julia

Used by / R

rgeeExtra42almost 3 years ago: High-level functions to process spatial and simple Earth Engine objects

Spectral Indices by Application Domain / Vegetation

AFRI1600: Aerosol Free Vegetation Index (1600 nm)
AFRI2100: Aerosol Free Vegetation Index (2100 nm)
ARI: Anthocyanin Reflectance Index
ARI2: Anthocyanin Reflectance Index 2
ARVI: Atmospherically Resistant Vegetation Index
ATSAVI: Adjusted Transformed Soil-Adjusted Vegetation Index
AVI: Advanced Vegetation Index
BCC: Blue Chromatic Coordinate
BNDVI: Blue Normalized Difference Vegetation Index
BWDRVI: Blue Wide Dynamic Range Vegetation Index
bNIRv: Blue Near-Infrared Reflectance of Vegetation
CCI: Chlorophyll Carotenoid Index
CIG: Chlorophyll Index Green
CIRE: Chlorophyll Index Red Edge
CRI550: Carotenoid Reflectance Index using 550 nm
CRI700: Carotenoid Reflectance Index using 700 nm
CVI: Chlorophyll Vegetation Index
DSI: Drought Stress Index
DSWI1: Disease-Water Stress Index 1
DSWI2: Disease-Water Stress Index 2
DSWI3: Disease-Water Stress Index 3
DSWI4: Disease-Water Stress Index 4
DSWI5: Disease-Water Stress Index 5
DVI: Difference Vegetation Index
DVIplus: Difference Vegetation Index Plus
EBI: Enhanced Bloom Index
ENDVI: Enhanced Normalized Difference Vegetation Index
EVI: Enhanced Vegetation Index
EVI2: Two-Band Enhanced Vegetation Index
EVIv: Enhanced Vegetation Index of Vegetation
ExG: Excess Green Index
ExGR: ExG - ExR Vegetation Index
ExR: Excess Red Index
FCVI: Fluorescence Correction Vegetation Index
GARI: Green Atmospherically Resistant Vegetation Index
GBNDVI: Green-Blue Normalized Difference Vegetation Index
GCC: Green Chromatic Coordinate
GDVI: Generalized Difference Vegetation Index
GEMI: Global Environment Monitoring Index
GLI: Green Leaf Index
GM1: Gitelson and Merzlyak Index 1
GM2: Gitelson and Merzlyak Index 2
GNDVI: Green Normalized Difference Vegetation Index
GOSAVI: Green Optimized Soil Adjusted Vegetation Index
GRNDVI: Green-Red Normalized Difference Vegetation Index
GRVI: Green Ratio Vegetation Index
GSAVI: Green Soil Adjusted Vegetation Index
GVMI: Global Vegetation Moisture Index
IAVI: New Atmospherically Resistant Vegetation Index
IKAW: Kawashima Index
IPVI: Infrared Percentage Vegetation Index
IRECI: Inverted Red-Edge Chlorophyll Index
MCARI: Modified Chlorophyll Absorption in Reflectance Index
MCARI1: Modified Chlorophyll Absorption in Reflectance Index 1
MCARI2: Modified Chlorophyll Absorption in Reflectance Index 2
MCARI705: Modified Chlorophyll Absorption in Reflectance Index (705 and 750 nm)
MCARIOSAVI: MCARI/OSAVI Ratio
MCARIOSAVI705: MCARI/OSAVI Ratio (705 and 750 nm)
MGRVI: Modified Green Red Vegetation Index
MNDVI: Modified Normalized Difference Vegetation Index
MNLI: Modified Non-Linear Vegetation Index
MRBVI: Modified Red Blue Vegetation Index
MSAVI: Modified Soil-Adjusted Vegetation Index
MSI: Moisture Stress Index
MSR: Modified Simple Ratio
MSR705: Modified Simple Ratio (705 and 750 nm)
MTCI: MERIS Terrestrial Chlorophyll Index
MTVI1: Modified Triangular Vegetation Index 1
MTVI2: Modified Triangular Vegetation Index 2
mND705: Modified Normalized Difference (705, 750 and 445 nm)
mSR705: Modified Simple Ratio (705 and 445 nm)
ND705: Normalized Difference (705 and 750 nm)
NDDI: Normalized Difference Drought Index
NDGI: Normalized Difference Greenness Index
NDII: Normalized Difference Infrared Index
NDMI: Normalized Difference Moisture Index
NDPI: Normalized Difference Phenology Index
NDREI: Normalized Difference Red Edge Index
NDVI: Normalized Difference Vegetation Index
NDVI705: Normalized Difference Vegetation Index (705 and 750 nm)
NDYI: Normalized Difference Yellowness Index
NGRDI: Normalized Green Red Difference Index
NIRv: Near-Infrared Reflectance of Vegetation
NIRvH2: Hyperspectral Near-Infrared Reflectance of Vegetation
NIRvP: Near-Infrared Reflectance of Vegetation and Incoming PAR
NLI: Non-Linear Vegetation Index
NMDI: Normalized Multi-band Drought Index
NRFIg: Normalized Rapeseed Flowering Index Green
NRFIr: Normalized Rapeseed Flowering Index Red
NormG: Normalized Green
NormNIR: Normalized NIR
NormR: Normalized Red
OCVI: Optimized Chlorophyll Vegetation Index
OSAVI: Optimized Soil-Adjusted Vegetation Index
PSRI: Plant Senescing Reflectance Index
RCC: Red Chromatic Coordinate
RDVI: Renormalized Difference Vegetation Index
REDSI: Red-Edge Disease Stress Index
RENDVI: Red Edge Normalized Difference Vegetation Index
RGBVI: Red Green Blue Vegetation Index
RGRI: Red-Green Ratio Index
RI: Redness Index
RVI: Ratio Vegetation Index
S2REP: Sentinel-2 Red-Edge Position
SARVI: Soil Adjusted and Atmospherically Resistant Vegetation Index
SAVI: Soil-Adjusted Vegetation Index
SAVI2: Soil-Adjusted Vegetation Index 2
SEVI: Shadow-Eliminated Vegetation Index
SI: Shadow Index
SIPI: Structure Insensitive Pigment Index
SLAVI: Specific Leaf Area Vegetation Index
SR: Simple Ratio
SR2: Simple Ratio (800 and 550 nm)
SR3: Simple Ratio (860, 550 and 708 nm)
SR555: Simple Ratio (555 and 750 nm)
SR705: Simple Ratio (705 and 750 nm)
SeLI: Sentinel-2 LAI Green Index
sNIRvLSWI: SWIR-enhanced Near-Infrared Reflectance of Vegetation for LSWI
sNIRvNDPI: SWIR-enhanced Near-Infrared Reflectance of Vegetation for NDPI
sNIRvNDVILSWIP: SWIR-enhanced Near-Infrared Reflectance of Vegetation for the NDVI-LSWI Product
sNIRvNDVILSWIS: SWIR-enhanced Near-Infrared Reflectance of Vegetation for the NDVI-LSWI Sum
sNIRvSWIR: SWIR-enhanced Near-Infrared Reflectance of Vegetation
TCARI: Transformed Chlorophyll Absorption in Reflectance Index
TCARIOSAVI: TCARI/OSAVI Ratio
TCARIOSAVI705: TCARI/OSAVI Ratio (705 and 750 nm)
TCI: Triangular Chlorophyll Index
TDVI: Transformed Difference Vegetation Index
TGI: Triangular Greenness Index
TRRVI: Transformed Red Range Vegetation Index
TSAVI: Transformed Soil-Adjusted Vegetation Index
TTVI: Transformed Triangular Vegetation Index
TVI: Transformed Vegetation Index
TriVI: Triangular Vegetation Index
VARI: Visible Atmospherically Resistant Index
VARI700: Visible Atmospherically Resistant Index (700 nm)
VI700: Vegetation Index (700 nm)
VIG: Vegetation Index Green
WDRVI: Wide Dynamic Range Vegetation Index
WDVI: Weighted Difference Vegetation Index

Spectral Indices by Application Domain / Water

ANDWI: Augmented Normalized Difference Water Index
AWEInsh: Automated Water Extraction Index
AWEIsh: Automated Water Extraction Index with Shadows Elimination
FAI: Floating Algae Index
LSWI: Land Surface Water Index
MBWI: Multi-Band Water Index
MLSWI26: Modified Land Surface Water Index (MODIS Bands 2 and 6)
MLSWI27: Modified Land Surface Water Index (MODIS Bands 2 and 7)
MNDWI: Modified Normalized Difference Water Index
MuWIR: Revised Multi-Spectral Water Index
NDCI: Normalized Difference Chlorophyll Index
NDPonI: Normalized Difference Pond Index
NDTI: Normalized Difference Turbidity Index
NDVIMNDWI: NDVI-MNDWI Model
NDWI: Normalized Difference Water Index
NDWIns: Normalized Difference Water Index with no Snow Cover and Glaciers
NWI: New Water Index
OSI: Oil Spill Index
PI: Plastic Index
RNDVI: Reversed Normalized Difference Vegetation Index
S2WI: Sentinel-2 Water Index
SWM: Sentinel Water Mask
TWI: Triangle Water Index
WI1: Water Index 1
WI2: Water Index 2
WI2015: Water Index 2015
WRI: Water Ratio Index

Spectral Indices by Application Domain / Burn

BAI: Burned Area Index
BAIM: Burned Area Index adapted to MODIS
BAIS2: Burned Area Index for Sentinel 2
CSI: Char Soil Index
CSIT: Char Soil Index Thermal
MIRBI: Mid-Infrared Burn Index
NBR: Normalized Burn Ratio
NBR2: Normalized Burn Ratio 2
NBRSWIR: Normalized Burn Ratio SWIR
NBRT1: Normalized Burn Ratio Thermal 1
NBRT2: Normalized Burn Ratio Thermal 2
NBRT3: Normalized Burn Ratio Thermal 3
NBRplus: Normalized Burn Ratio Plus
NDSWIR: Normalized Difference SWIR
NDVIT: Normalized Difference Vegetation Index Thermal
NSTv1: NIR-SWIR-Temperature Version 1
NSTv2: NIR-SWIR-Temperature Version 2
SAVIT: Soil-Adjusted Vegetation Index Thermal
VI6T: VI6T Index

Spectral Indices by Application Domain / Snow

NBSIMS: Non-Binary Snow Index for Multi-Component Surfaces
NDGlaI: Normalized Difference Glacier Index
NDSI: Normalized Difference Snow Index
NDSII: Normalized Difference Snow Ice Index
NDSInw: Normalized Difference Snow Index with no Water
NDSaII: Normalized Difference Snow and Ice Index
S3: S3 Snow Index
SWI: Snow Water Index

Spectral Indices by Application Domain / Urban

BLFEI: Built-Up Land Features Extraction Index
BRBA: Band Ratio for Built-up Area
DBI: Dry Built-Up Index
EBBI: Enhanced Built-Up and Bareness Index
IBI: Index-Based Built-Up Index
NBAI: Normalized Built-up Area Index
NBUI: New Built-Up Index
NDBI: Normalized Difference Built-Up Index
NDISIb: Normalized Difference Impervious Surface Index Blue
NDISIg: Normalized Difference Impervious Surface Index Green
NDISImndwi: Normalized Difference Impervious Surface Index with MNDWI
NDISIndwi: Normalized Difference Impervious Surface Index with NDWI
NDISIr: Normalized Difference Impervious Surface Index Red
NHFD: Non-Homogeneous Feature Difference
PISI: Perpendicular Impervious Surface Index
UI: Urban Index
VIBI: Vegetation Index Built-up Index
VgNIRBI: Visible Green-Based Built-Up Index
VrNIRBI: Visible Red-Based Built-Up Index

Spectral Indices by Application Domain / Soil

BI: Bare Soil Index
BITM: Landsat TM-based Brightness Index
BIXS: SPOT HRV XS-based Brightness Index
BaI: Bareness Index
DBSI: Dry Bareness Index
EMBI: Enhanced Modified Bare Soil Index
MBI: Modified Bare Soil Index
NBLI: Normalized Difference Bare Land Index
NBLIOLI: Normalized Difference Bare Land Index for Landsat-OLI
NDBaI: Normalized Difference Bareness Index
NDSIWV: WorldView Normalized Difference Soil Index
NDSoI: Normalized Difference Soil Index
NSDS: Normalized Shortwave Infrared Difference Soil-Moisture
NSDSI1: Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 1
NSDSI2: Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 2
NSDSI3: Normalized Shortwave-Infrared Difference Bare Soil Moisture Index 3
RI4XS: SPOT HRV XS-based Redness Index 4

Spectral Indices by Application Domain / Kernel

kEVI: Kernel Enhanced Vegetation Index
kIPVI: Kernel Infrared Percentage Vegetation Index
kNDVI: Kernel Normalized Difference Vegetation Index
kRVI: Kernel Ratio Vegetation Index
kVARI: Kernel Visible Atmospherically Resistant Index

Spectral Indices by Application Domain / Radar

DPDD: Dual-Pol Diagonal Distance
DpRVIHH: Dual-Polarized Radar Vegetation Index HH
DpRVIVV: Dual-Polarized Radar Vegetation Index VV
NDPolI: Normalized Difference Polarization Index
QpRVI: Quad-Polarized Radar Vegetation Index
RFDI: Radar Forest Degradation Index
VDDPI: Vertical Dual De-Polarization Index
VHVVD: VH-VV Difference
VHVVP: VH-VV Product
VHVVR: VH-VV Ratio
VVVHD: VV-VH Difference
VVVHR: VV-VH Ratio
VVVHS: VV-VH Sum

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